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  • Applied Machine Learning

Applied Machine Learning Courses

Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

Popular Applied Machine Learning Courses and Certifications


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    KodeKloud

    Azure Administrator: Identity, Governance, and Management

    Skills you'll gain: Cloud Management, Infrastructure as Code (IaC), Azure Active Directory, Microsoft Azure, Identity and Access Management, Role-Based Access Control (RBAC), Active Directory, Enterprise Architecture, User Provisioning, IT Management, User Accounts, Authorization (Computing), Cloud Deployment, Authentications, Self Service Technologies

    Intermediate · Course · 1 - 4 Weeks

  • I

    Instituto Tecnológico de Aeronáutica

    Introdução ao Controle de Sistemas

    Skills you'll gain: Control Systems, Systems Design, Systems Engineering, Systems Analysis, Mathematical Modeling, Applied Mathematics, Differential Equations

    4.8
    Rating, 4.8 out of 5 stars
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    1.3K reviews

    Mixed · Course · 1 - 4 Weeks

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    University of Minnesota

    Creative Problem Solving

    Skills you'll gain: Creativity, Creative Thinking, Creative Problem-Solving, Brainstorming, Cognitive flexibility, Persistence, Innovation, Problem Solving, Adaptability

    4.4
    Rating, 4.4 out of 5 stars
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    2.4K reviews

    Mixed · Course · 1 - 4 Weeks

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    Board Infinity

    Build an AI-Powered Document Summarizer & Q&A System

    Skills you'll gain: Retrieval-Augmented Generation, Prompt Engineering, Token Optimization, Embeddings, Generative Model Architectures, Generative AI, LLM Application, Model Deployment, Data Processing, Text Mining, Model Evaluation, Unstructured Data, Large Language Modeling, Model Training, Data Preprocessing, Vector Databases, API Design, Metadata Management, Docker (Software), Python Programming

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    EDUCBA

    Python Case Study - Sentiment Analysis

    Skills you'll gain: Model Evaluation, Model Training, Machine Learning Algorithms, Classification Algorithms, Data Preprocessing, Natural Language Processing, Machine Learning Methods, Text Mining, Data Manipulation, Data Cleansing, Computer Programming Tools, Python Programming, Development Environment, Software Development Tools

    4.8
    Rating, 4.8 out of 5 stars
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    18 reviews

    Beginner · Course · 1 - 4 Weeks

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    Madecraft

    Starting a Data Science Career

    Skills you'll gain: Professional Networking, Statistical Reporting, Data Validation, Technical Communication, Data Cleansing, Data Science, Data Quality, Data Maintenance, Interviewing Skills, Data Ethics, Data Collection, Sampling (Statistics), Data Analysis, Data Analysis Software, Data Wrangling, Blogs, Data Presentation, Jupyter, Pandas (Python Package), Python Programming

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    MedCerts

    Professionalism in Allied Health

    Skills you'll gain: Resilience, Emotional Intelligence, Professionalism, Diversity Awareness, Patient-centered Care, Composure, Empathy & Emotional Intelligence, Relationship Building, Patient Communication, Empathy, Self-Awareness, Healthcare Ethics, Trustworthiness, Intercultural Competence, Teamwork, Ethical Standards And Conduct, Cleanliness, Accountability, Time Management

    4.8
    Rating, 4.8 out of 5 stars
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    987 reviews

    Beginner · Course · 1 - 3 Months

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    IBM

    Generative AI and LLMs: Architecture and Data Preparation

    Skills you'll gain: Large Language Modeling, Generative AI, Generative Model Architectures, LLM Application, Generative Adversarial Networks (GANs), Hugging Face, Data Pipelines, PyTorch (Machine Learning Library), Natural Language Processing, Data Preprocessing, Artificial Intelligence, Model Training, Recurrent Neural Networks (RNNs), Responsible AI

    4.7
    Rating, 4.7 out of 5 stars
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    466 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado Boulder

    Algorithms for Battery Management Systems

    Skills you'll gain: Electrical Safety, Electrical Systems, High Voltage, Simulation and Simulation Software, Simulations, Electronic Components, Safety Standards, Estimation, Control Systems, Thermal Management, Electronics, Mathematical Modeling, Power Electronics, Electrical Power, Failure Analysis, Electrical Engineering, Energy and Utilities, Model Evaluation, Mathematical Software, Applied Mathematics

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    2.6K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    EDUCBA

    AutoCAD Foundation & Core Drafting Mastery

    Skills you'll gain: AutoCAD, Architectural Drawing, Autodesk, 3D Modeling, Technical Drawing, Engineering Drawings, Visualization (Computer Graphics), Computer-Aided Design, 3D Assets, Drafting and Engineering Design, Architectural Design, Building Design, AutoCAD Civil 3D, Software Visualization, Design Software, User Interface (UI)

    4.9
    Rating, 4.9 out of 5 stars
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    60 reviews

    Beginner · Specialization · 1 - 3 Months

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    EDUCBA

    AutoCAD Architectural Design & Residential Planning

    Skills you'll gain: Architectural Drawing, AutoCAD, Architectural Design, Building Design, Technical Drawing, Engineering Drawings, Civil and Architectural Engineering, Drafting and Engineering Design, Computer-Aided Design, Engineering Plans And Specifications, Architecture and Construction, Sustainable Architecture, Autodesk, AutoCAD Civil 3D, Structural Engineering, Land Development, Functional Design, Conceptual Design, Layout Design, 3D Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    76 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    EDUCBA

    MEAN Stack Developer: MongoDB, ExpressJS, AngularJS & NodeJS

    Skills you'll gain: MongoDB, Node.JS, Angular, Restful API, API Design, NoSQL, Bootstrap (Front-End Framework), Database Development, Scalability, JavaScript Frameworks, Authentications, Query Languages, Web Frameworks, Web Applications, JSON, Application Programming Interface (API), Database Management, Authorization (Computing), Distributed Computing, Web Development Tools

    4.7
    Rating, 4.7 out of 5 stars
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    163 reviews

    Beginner · Specialization · 3 - 6 Months

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In summary, here are 10 of our most popular applied machine learning courses

  • Azure Administrator: Identity, Governance, and Management: KodeKloud
  • Introdução ao Controle de Sistemas: Instituto Tecnológico de Aeronáutica
  • Creative Problem Solving: University of Minnesota
  • Build an AI-Powered Document Summarizer & Q&A System: Board Infinity
  • Python Case Study - Sentiment Analysis: EDUCBA
  • Starting a Data Science Career: Madecraft
  • Professionalism in Allied Health: MedCerts
  • Generative AI and LLMs: Architecture and Data Preparation: IBM
  • Algorithms for Battery Management Systems: University of Colorado Boulder
  • AutoCAD Foundation & Core Drafting Mastery: EDUCBA

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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